AI News Today

Article URL: https://rootme.nebusec.ai/ Comments URL: https://news.ycombinator.com/item?id=48780857 Points: 7 # Comments: 1

<p> Your ads, managed by AI that gets smarter daily. </p> <p> <a href="https://www.producthunt.com/products/creatify?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1187484?app_id=339">Link</a> </p>

Article URL: https://mistral.ai/news/leanstral-1-5/ Comments URL: https://news.ycombinator.com/item?id=48780801 Points: 4 # Comments: 0

Scout is the best tool for finding activities for your child. I built this to solve my personal pain point. Currently the best solutions are wordpress blogs where people manually aggregate this information. But human-run blogs can't possibly find every event, they don't know what my child's interests are or what's near my home, so my wife & I would spend hours just learning what we can do with our child. Scout is totally different. Our Agents intelligently crawl the web and find everything in a

Article URL: https://isaaclyman.com/blog/posts/coding-without-ai/ Comments URL: https://news.ycombinator.com/item?id=48780754 Points: 12 # Comments: 2

Article URL: https://indieweb.social/@laurenshof/116720287681995824 Comments URL: https://news.ycombinator.com/item?id=48780752 Points: 2 # Comments: 0

Reading technical books is hard. Unknown words, confusing phrases, and misunderstood concepts requires opening your phone, starting Claude, and working with Sonnet through a series of exchanges, before finally getting it. Focusing back on reading after such a context switch can be difficult. Repeated multiple times and your attention span is gone. Fix: An assistant understands your book deeply and answers inquiries through voice while you read, side-stepping the current process entirely. All you

<p><strong><a href="https://map.currentai.org">Open Source AI Gap Map</a></strong></p> <a href="https://www.currentai.org">Current AI</a> is "a global partnership building a public option for AI", founded as a non-profit at the AI Action Summit in Paris in February 2025 and backed by serious capital ($400m already committed).</p> <p>They <a href="https://www.currentai.org/blogs/introducing-the-gap-map-v0-1">launched their Gap Map</a> a couple of days ago - an attempt at indexing the current stat

Article URL: https://www.bloomberg.com/news/articles/2026-07-03/the-ai-trade-is-losing-one-of-its-key-signals-taking-stock Comments URL: https://news.ycombinator.com/item?id=48780540 Points: 3 # Comments: 0

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Skoove is an AI piano app that listens while you play, and it's only $105 for life.

Article URL: https://www.wafer.ai/blog/glm52-amd Comments URL: https://news.ycombinator.com/item?id=48780417 Points: 4 # Comments: 0

Article URL: https://termiprotocol.com/ Comments URL: https://news.ycombinator.com/item?id=48780405 Points: 1 # Comments: 1

Article URL: https://www.noworkflows.dev/ Comments URL: https://news.ycombinator.com/item?id=48780400 Points: 2 # Comments: 0

<p><em>EDRSR — the Unified State Register of Court Decisions — is effectively all of Ukraine's judicial practice in open access. Today Qdrant holds **44M+ vectors</em><em>: criminal (19M), civil (14.3M), commercial (5.1M), misdemeanors (5.6M). Vectorization of civil cases (CPC, justice_kind=1) — the largest cohort at 33.7M documents — runs on a dedicated EC2 instance (r6a.xlarge, 32 GB RAM, 2 TB gp3). Here's what's under the hood: models, pipeline, cost, rakes, and current status.</em></p> <h2>

<h2> Local LLM Deployment, Agent Handbook, & LLM Cost Reduction: Applied AI Workflows </h2> <h3> Today's Highlights </h3> <p>This week's highlights cover practical guides for running state-of-the-art LLMs locally and building AI agents, alongside an innovative technique to significantly cut LLM API costs for code processing. These resources focus on actionable insights and frameworks for real-world AI application development.</p> <h2> Jamesob's guide to running SOTA LLMs locally (Hacker News) </

<p> One quiet handwritten page a day. No feed, no AI. </p> <p> <a href="https://www.producthunt.com/products/pennen?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1187442?app_id=339">Link</a> </p>

<pre style='white-space:pre-wrap;width:81ex'>fix(google): rotate Gemini API keys for LLM requests (#97328) * fix(google): rotate Gemini API keys for LLM requests * fix(google): scope Gemini key rotation to official endpoint * fix(google): require HTTPS for Gemini key rotation * fix(google): preserve explicit stream auth headers --------- Co-authored-by: Peter Steinberger <steipete@gmail.com></pre>

I'm building Guildly, a Slack-like interface where you can run a company of AI employees. I recently used Fable to revamp the whole website into a cool retro pixel style. Comments URL: https://news.ycombinator.com/item?id=48780222 Points: 6 # Comments: 10

Hi HN — I’m launching the research preview for Cadreen. Cadreen is infrastructure for intelligent workflows — software that can remember, decide, act, ask permission, and leave an audit trail. It includes APIs, SDKs, CLI tooling, memory, governance, tool execution, audit trails, and chat access. The idea is that useful AI systems need more than a model call. They need orchestration: what to remember, when to act, when to ask permission, what tools to use, and how to leave an audit trail. Availab

<blockquote cite="https://bsky.app/profile/joshwcomeau.com/post/3mkxyqgrp2d2t"><p>I just launched my third course, Whimsical Animations, and so far, it’s on track to sell roughly ⅓ as many copies as a typical course launch.</p> <p>It’s a similar story with my two existing courses. Sales are down significantly from last year.</p> <p>There are likely a lot of reasons for this, but I think the biggest is AI. There’s sort of a double whammy with AI:</p> <ol> <li>Many people are wondering whether dev

<pre style='white-space:pre-wrap;width:81ex'>fix(auto-reply): strip stray punctuation before silent-reply token detection (#98224) * [AI] fix(auto-reply): strip stray punctuation before silent-reply token detection When the model emits .NO_REPLY or *NO_REPLY* instead of bare NO_REPLY, isSilentReplyText() failed to detect it because the regex requires the text to consist only of the token with optional whitespace. Add stripEdgeNonAlnum() that strips leading/trailing non-letter, non-number charact

Article URL: https://stopgreedbuildgreen.climateandcommunity.org/posts/ai-first Comments URL: https://news.ycombinator.com/item?id=48780128 Points: 25 # Comments: 19

The rise of AI has brought an avalanche of new terms and slang. Here is a glossary with definitions of some of the most important words and phrases you might encounter.

<!-- SC_OFF --><div class="md"><p>Hi everyone,</p> <p>I built H64LM, a research project to better understand modern LLMs by implementing one from scratch in PyTorch.</p> <p>Instead of relying on high-level training frameworks, I implemented the core components myself attention, MoE routing, normalization, and the training loop.</p> <p><strong>Features</strong></p> <ul> <li>249M-parameter Transformer</li> <li>Grouped Query Attention (GQA)</li> <li>Sparse Mixture-of-Experts (8 experts, Top-2 routi

<!-- SC_OFF --><div class="md"><p>Thinking about getting two months at his website and getting a stronger understanding of machine learning since I am building tools with ai models from hugging face. Have anyone tried it?</p> </div><!-- SC_ON --> submitted by <a href="https://www.reddit.com/user/TheSmashingChamp"> /u/TheSmashingChamp </a> <br/> <span><a href="https://www.reddit.com/r/MachineLearning/comments/1umqf58/tom_yehs_ai_by_hand_is_it_worth_it_d/">[link]</a></span> <span><a href="https://

Article URL: https://epoch.ai/data-insights/cve-severity-spike Comments URL: https://news.ycombinator.com/item?id=48780056 Points: 11 # Comments: 2

Article URL: https://www.seangoedecke.com/ai-inference-is-obviously-profitable/ Comments URL: https://news.ycombinator.com/item?id=48780033 Points: 10 # Comments: 5

<p> Watch your AI coding agents build, live in 3D </p> <p> <a href="https://www.producthunt.com/products/termi-protocol?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1187434?app_id=339">Link</a> </p>

<p>A 62-year-old man in India. Kidney failure, on dialysis three times a week. Diabetes. Hypertension. A stroke six years ago. And one symptom nobody could explain: severe headaches, but only when lying down to sleep.</p> <p>For 25 years, specialists came up empty.</p> <p>Then his nephew uploaded everything into Claude. And the AI asked one question that changed everything: "Does he snore?"</p> <p>The answer was yes. Loudly. For 25 years.</p> <p>That was the clue. The sleep study confirmed sever

Article URL: https://mlxserve.com/ Comments URL: https://news.ycombinator.com/item?id=48779955 Points: 2 # Comments: 0

Article URL: https://itsfoss.com/news/collabora-office-26-04/ Comments URL: https://news.ycombinator.com/item?id=48779911 Points: 2 # Comments: 0

Article URL: https://www.businessinsider.com/meta-ai-model-catches-up-openai-gpt-5-says-2026-7 Comments URL: https://news.ycombinator.com/item?id=48779898 Points: 9 # Comments: 0

You write 8 text completions and open models score how predictable each word was too them. Predictable => clanker. You can share results with your friends. The scoring checks every word you write against the model's logprobs. Right now I'm using Llama3.1, Deepseek v3 and Qwen3 to keep costs low. I tried to calibrate it so other models (chatgpt/claude) score 100% and interesting human responses score in the 10-30% range. Totally free, no signup Comments URL: https://news.ycombinator.com/item?id=4

<p> AI Checklist Maker - Beautiful PDFs, Free & Instant </p> <p> <a href="https://www.producthunt.com/products/checklistfox?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1187416?app_id=339">Link</a> </p>

Article URL: https://gist.github.com/AIMOWAY/bd8007c8f834a9bc83c71e3178239d75 Comments URL: https://news.ycombinator.com/item?id=48779685 Points: 2 # Comments: 0

Everyone is building the same thing. Does anyone know of something genuinely exciting happening in AI? Comments URL: https://news.ycombinator.com/item?id=48779624 Points: 2 # Comments: 1

Article URL: https://www.technology.org/2026/07/03/dupehound-deterministic-guardrails-against-ai-code-duplication/ Comments URL: https://news.ycombinator.com/item?id=48779613 Points: 2 # Comments: 0

A common challenge we found as our non technical team began to work with Claude Cowork was the ability to share HTML/markdown files with the rest of the team. With LLMs building is easy but sharing artifacts is still difficult. Getting a prototype or report meant using a technical platform like Cloudflare or Vercel to host simple web pages. Setting up these pages was too complex for non-technical folks and a waste of engineering time. While Claude and ChatGPT have recently added the ability to s

Article URL: https://adapt.com Comments URL: https://news.ycombinator.com/item?id=48779563 Points: 3 # Comments: 0